Table 4. Performances of CNN model according to the number of training segments.
Measures, % | No. of segments | ||||
---|---|---|---|---|---|
400 | 800 | 1,500 | 2,200 | 3,000 | |
Sensitivity | 94.5 | 92.4 | 97.4 | 98.8 | 99.2 |
Specificity | 94.5 | 98.0 | 99.4 | 99.6 | 99.8 |
Accuracy | 92.5 | 94.4 | 97.4 | 98.8 | 99.2 |
Bold-face indicates highest performances.
CNN = convolutional neural network.